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Muhammad Umar

5PUBLICATIONS

8CO-AUTHORS

Context learningDeep learningProcess control and simulationArtificial life and complex adaptive systemsMicroelectromechanical systems (MEMS)

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Publications (5)

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|Sep 27, 2025

A Hybrid Deep Learning Framework for Fault Diagnosis in Milling Machines.

Muhammad Farooq Siddique, Wasim Zaman, Muhammad Umar

|May 14, 2025

A Hybrid Deep Learning Approach for Bearing Fault Diagnosis Using Continuous Wavelet Transform and Attention-Enhanced Spatiotemporal Feature Extraction.

Muhammad Farooq Siddique, Faisal Saleem, Muhammad Umar

|Feb 26, 2025

Acoustic Emission-Based Pipeline Leak Detection and Size Identification Using a Customized One-Dimensional DenseNet.

Faisal Saleem, Zahoor Ahmad, Muhammad Farooq Siddique

|Dec 17, 2024

Enhanced Fault Diagnosis in Milling Machines Using CWT Image Augmentation and Ant Colony Optimized AlexNet.

Niamat Ullah, Muhammad Umar, Jae-Young Kim

|Nov 27, 2024

Advanced Bearing-Fault Diagnosis and Classification Using Mel-Scalograms and FOX-Optimized ANN.

Muhammad Farooq Siddique, Wasim Zaman, Saif Ullah

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Frequent Collaborators

5 joint publications

Jong-Myon Kim

4 joint publications

Muhammad Farooq Siddique

3 joint publications

Faisal Saleem

2 joint publications

Wasim Zaman

1 joint publications

Saif Ullah

1 joint publications

Niamat Ullah

1 joint publications

Zahoor Ahmad

1 joint publications

Cheol Hong Kim

Frequent Collaborators

5 joint publications

Jong-Myon Kim

4 joint publications

Muhammad Farooq Siddique

3 joint publications

Faisal Saleem

2 joint publications

Wasim Zaman

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